Semantic Web Content Analysis: A Study in Proximity-Based Collaborative Clustering

2007 ◽  
Vol 15 (6) ◽  
pp. 1294-1312 ◽  
Author(s):  
V. Loia ◽  
W. Pedrycz ◽  
S. Senatore
Keyword(s):  
Content Analysis ◽  
Semantic Web ◽  
Web Content ◽  
Collaborative Clustering

Semantic Web mining for Content-Based Online Shopping Recommender Systems

2019 ◽  
Vol 15 (4) ◽  
pp. 41-56 ◽  
Author(s):  
Ibukun Tolulope Afolabi ◽  
Opeyemi Samuel Makinde ◽  
Olufunke Oyejoke Oladipupo
Keyword(s):  
Semantic Web ◽  
Recommender Systems ◽  
Web Mining ◽  
Online Shopping ◽  
Semantic Analysis ◽  
Second Phase ◽  
Web Content ◽  
Textual Data ◽  
Content Mining ◽  
Bayes Algorithm

Currently, for content-based recommendations, semantic analysis of text from webpages seems to be a major problem. In this research, we present a semantic web content mining approach for recommender systems in online shopping. The methodology is based on two major phases. The first phase is the semantic preprocessing of textual data using the combination of a developed ontology and an existing ontology. The second phase uses the Naïve Bayes algorithm to make the recommendations. The output of the system is evaluated using precision, recall and f-measure. The results from the system showed that the semantic preprocessing improved the recommendation accuracy of the recommender system by 5.2% over the existing approach. Also, the developed system is able to provide a platform for content-based recommendation in online shopping. This system has an edge over the existing recommender approaches because it is able to analyze the textual contents of users feedback on a product in order to provide the necessary product recommendation.

Leveraging the organizational mission statement to communicate identity, distinctiveness and purpose to primary and secondary stakeholders during COVID-19

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Lorelei Ortiz
Keyword(s):  
Content Analysis ◽  
Mission Statement ◽  
Mission Statements ◽  
Strategic Communication ◽  
Web Content ◽  
Organizational Mission ◽  
Content Type ◽  
Global Pandemic ◽  
Core Mission ◽  
Keyword Searches

PurposeThis study examines comprehensiveness and responsiveness of mission statements for the top 100 retailers on the 2020 National Retailers Federation list in order to (1) evaluate how effectively they communicate organizational identity, values and purpose, (2) underscore a distinctive commitment to stakeholders and (3) what extent these efforts are reflected in revised mission statements or addenda to meet global pandemic challenges.Design/methodology/approachThe study employs a 4-question metric to measure comprehensiveness and a two-pronged qualitative method of analysis consisting of keyword searches followed by content analysis.FindingsRetailer statements are considerably comprehensive in describing purpose and audience yet very few articulate stakeholder value, differentiate themselves as distinctive or substantively reaffirm their core mission and values. Retailers seem more invested in strategic communication around diversity, equity and inclusion, based on web content in their consumer, job seeker and investor touchpoints.Research limitations/implicationsCoding and interpreting language through content analysis methods may introduce some level of subjectivity, particularly when dealing with unstructured data. Implications for how organizations acclimated in order to survive and thrive, while maintaining focus on stakeholders and strategy. Examining organizational mission statements and their contexts yields perspective into how organizations define themselves and what they do during times of crisis.Originality/valueThis study provides insights into the content, structure and functions of the statements against a specific comprehensiveness metric and reveals patterns about the texts and their contexts during a pandemic and strong cultural and societal movements.

Capturing toleration on social networks sites using internet-mediated research: June 30th Egyptian revolution case study

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Noha A. Nagy ◽  
Amira S.N. Tawadros ◽  
Amal S. Soliman
Keyword(s):  
Content Analysis ◽  
Design Methodology ◽  
Web Content ◽  
Validity And Reliability ◽  
Social Phenomena ◽  
Egyptian Revolution ◽  
Content Type ◽  
Analysis Process ◽  
Egyptian Culture

Purpose This paper aims at understanding the dynamics underlying toleration as a complex social phenomenon and its pattern on Facebook during the June 30th revolution in Egypt. Thanks to the huge advances in ICT, internet-mediated research (IMR) has become one of the most prominent research methodologies in social sciences. Discussions on social network sites cannot be neglected in studying the dynamics complex and emerging social phenomena such as changes in public opinion, culture, attitudes and virtues. Design/methodology/approach To fulfill this aim, the researchers used web content analysis as a method inside IMR paradigm to analyze the discussions on Tamarrod’s Facebook page in the period from June 30th to July 5th and to examine the emerging overall pattern of toleration. Findings The results show indications that toleration is inherent in the Egyptian culture, and that the Egyptian society still keeps its reputation as a highly tolerant society, even in crises periods where tensions are witnessed everywhere. Moreover, the results also show that the web content analysis process proposed in this study is highly reliable and valid. Originality/value The importance of the study lies in introducing a computational and empirical approach to analyze web content in a semi-automated way and proving its validity and reliability to study social phenomena such as toleration.

Recent Advances in Web3D Semantic Modeling

2020 ◽  
pp. 23-49
Author(s):  
Jakub Flotyński ◽  
Athanasios G. Malamos ◽  
Don Brutzman ◽  
Felix G. Hamza-Lup ◽  
Nicholas F. Polys ◽  
...  
Keyword(s):  
Augmented Reality ◽  
Semantic Web ◽  
Web Content ◽  
3D Structures ◽  
Web Technologies ◽  
Domain Specific ◽  
Virtual And Augmented Reality ◽  
The Web ◽  
3D Web ◽  
3D Content

The implementation of virtual and augmented reality environments on the web requires integration between 3D technologies and web technologies, which are increasingly focused on collaboration, annotation, and semantics. Thus, combining VR and AR with the semantics arises as a significant trend in the development of the web. The use of the Semantic Web may improve creation, representation, indexing, searching, and processing of 3D web content by linking the content with formal and expressive descriptions of its meaning. Although several semantic approaches have been developed for 3D content, they are not explicitly linked to the available well-established 3D technologies, cover a limited set of 3D components and properties, and do not combine domain-specific and 3D-specific semantics. In this chapter, the authors present the background, concepts, and development of the Semantic Web3D approach. It enables ontology-based representation of 3D content and introduces a novel framework to provide 3D structures in an RDF semantic-friendly format.

Librarian Skillsets in the 21st Century

2020 ◽  
pp. 41-58
Author(s):  
Josiline Phiri Chigwada
Keyword(s):  
Content Analysis ◽  
Literature Review ◽  
Capacity Building ◽  
21St Century ◽  
Formal Education ◽  
Soft Skills ◽  
Web Content ◽  
Digital Era ◽  
Structured Literature Review ◽  
The Way

The chapter showcases the 21st century skills that are required by librarians. The digital era brought about a lot of changes in the way that librarians interact with their clients. Due to the changing needs of clients, librarians should ensure that they are well equipped to deliver the needed services. The objectives of the chapter are to identify the skills that librarians should possess in the 21st century, examine how librarians acquire those skills, and discuss the challenges that are faced when acquiring those skills. Structured literature review and web content analysis were used to get the LIS skills. It was discovered that librarians should possess professional, technical, and soft skills in order to remain relevant in the 21st century. The findings revealed that librarians can acquire skills through on the job trainings or formal education. The major challenge that is faced by librarians is the issue of lack of funds to support their capacity building endeavours.

A Review of Emerging Technological Trends in E-Learning

2011 ◽  
pp. 729-740
Author(s):  
Furkan Tari
Keyword(s):  
Information Technology ◽  
Semantic Web ◽  
Learning Outcomes ◽  
Learning Process ◽  
Learning Outcome ◽  
Learning Technologies ◽  
Web Content ◽  
Holistic View ◽  
Behavioral Issues ◽  
E Learning

Advances in information technology and the redefined web trigger a holistic view of learning process. The objective of this study is to provide a conceptual view of how various technologies can be used to maximize learning outcomes through e-learning. Among the trends investigated in this study are, XML and semantic Web, content-based video indexing, personalized, intelligent Web tutoring, and m-learning. In addition to these technologies, a brief review of some of the key behavioral issues is presented. For researchers and developers interested in maximizing the learning outcome through e-learning technologies, the paper provides a taxonomy of these trends along with a framework for future designs.

Combining Ontology with Intelligent Agent to Provide Negotiation Service

2010 ◽  
Vol 2 (3) ◽  
pp. 52-61 ◽  
Author(s):  
Qiumei Pu ◽  
Yongcun Cao ◽  
Xiuqin Pan ◽  
Siyao Fu ◽  
Zengguang Hou
Keyword(s):  
Semantic Web ◽  
Information Exchange ◽  
Intelligent Agent ◽  
Direct Impact ◽  
Web Content ◽  
Communication Architecture ◽  
Negotiation Protocol ◽  
Communication Framework ◽  
Research Areas ◽  
Cross Platform

Agent and Ontology are distinct technologies that arose independent of each other, having their own standards and specifications. The semantics web is one of the popular research areas these days, and is based on the current Web, which adds more semantics to it for the purpose of building the Ontology of Web content. In this regard, application program on Web can make the purpose of cross-platform calculation come true by taking advantage of Ontology. However, agent is a theory able to enhance abstraction of software itself, and as it is know, negotiation protocol is the basic principle in the electronic commerce which has a direct impact on the efficiency of the negotiation. This study examines the communication architecture with negotiation protocol on the Semantic Web. Precisely speaking, agents make computing with Ontology, and the authors define an agent’s communication ontology for this communication framework and semantic web use Ontology to describe the negotiation protocol. In this context, the buyer or seller will be able to improve semantic cognitive in process of negotiation. Also, it can provide an intelligent platform for the information exchange on the same understanding about the content of communication in the electronic negotiation service.

Automatically Extracting and Tagging Business Information for E-Business Systems Using Linguistic Analysis

2007 ◽  
pp. 101-126
Author(s):  
Sumali Conlon ◽  
Susan Lukose ◽  
Jason G. Hale ◽  
Anil Vinjamur
Keyword(s):  
Semantic Web ◽  
Language Processing ◽  
Linguistic Analysis ◽  
Prototype System ◽  
Web Content ◽  
Business Systems ◽  
Web Documents ◽  
Business Applications ◽  
Extensible Markup ◽  
Automated Processing

The Semantic Web will require semantic representations of information that computers can understand when they process business applications. Most Web content is currently represented in formats such as text, that facilitate human understanding, rather than in the more structured formats, that allow automated processing and computer understanding. This chapter explores how natural language processing (NLP) principles, using linguistic analysis, can be employed to extract information from unstructured Web documents and translate it into extensible markup language (XML)—the enabling currency of today’s e-business applications, and the foundation for the emerging Semantic Web languages of tomorrow. Our prototype system is built and tested with online financial documents.

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